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RRegrs: an R package for computer-aided model selection with multiple regression models

BACKGROUND: Predictive regression models can be created with many different modelling approaches. Choices need to be made for data set splitting, cross-validation methods, specific regression parameters and best model criteria, as they all affect the accuracy and efficiency of the produced predictiv...

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Publicat a:J Cheminform
Autors principals: Tsiliki, Georgia, Munteanu, Cristian R., Seoane, Jose A., Fernandez-Lozano, Carlos, Sarimveis, Haralambos, Willighagen, Egon L.
Format: Artigo
Idioma:Inglês
Publicat: Springer International Publishing 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4570700/
https://ncbi.nlm.nih.gov/pubmed/26379782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-015-0094-2
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